We use the audio embedding block from [1]} that satisfies our requirement (i) as a base of our encoder. We make the following modifications: Concatenation of local and global features to enable (ii), addition of temporal mean+max pooling to enable (iii), and adjustment of the local feature size for performance improvement.
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